Naslov
Spatio-Temporal Data Streams

Autori
Galić, Zdravko

Ostali urednici
Zdonik, S., Shekhar, S., Katz, J., Wu, X., Jain, L.C., Padua, D., Shen, X.S., Furht, B., Subrahmanian, V.S., Hebert, M., Ikeuchi, K., Siciliano, B., Jajodia, S., Lee, N.

Vrsta, podvrsta i kategorija knjige
Autorske knjige, knjiga, znanstvena

Izdavač
Springer

Grad
New York (NY)

Godina
2016

Stranica
107

ISBN
978-1-4939-6573-1

Ključne riječi
Spatio-Temporal; Data Streams; GeoStreaming; Spatio-Temporal Continuous Queries; Real-Time Analytics; Big Data Analytics; Distributed Stream Processing; Trajectory Stream Clustering

Sažetak
This book presents the fundamental concepts of a specialized class of data stream, spatio-temporal data streams, and demonstrates their distributed processing using Big Data frameworks and platforms. It explores a consistent framework which facilitates a thorough understanding of all different facets of the technology, from basic definitions to state-of-the-art techniques. Key topics include spatio-temporal continuous queries, distributed stream processing, SQL-like language embedding, and trajectory stream clustering. Over the course of the book, the reader will become familiar with spatio- temporal data streams management and data flow processing, which enables the analysis of huge volumes of location-aware continuous data streams. Applications range from mobile object tracking and real-time intelligent transportation systems to traffic monitoring and complex event processing. Spatio-Temporal Data Streams is a valuable resource for researchers studying spatio-temporal data streams and Big Data analytics, as well as data engineers and data scientists solving data management and analytics problems associated with this class of data.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

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